Run
502725

Run 502725

Task 2155 (Supervised Data Stream Classification) BNG(page-blocks) Uploaded 22-12-2015 by Jan van Rijn
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Flow

moa.WeightedEnsemble(1)Moa implementation of WeightedEnsemble
moa.WeightedEnsemble(1)_b,bayes.NaiveBayes,functions.Perceptron,functions.SGD,functions.SPegasos,lazy.kNN,rules.RuleClassifier,trees.HoeffdingAdaptiveTree,trees.HoeffdingOptionTree,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.WeightedEnsemble(1)_a0.99

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

18 Evaluation measures

Area under ROC curve
0.745
Per class
Confusion matrix
F measure
0.858
Per class
Kappa
0.0634
KB relative information score
242698.3631
Mean absolute error
0.0791
Mean prior absolute error
0.32
Number of instances
295245
Per class
Precision
0.8577
Per class
Predictive accuracy
0.901
Prior entropy
2.3219
Recall
0.901
Per class
Relative absolute error
0.2471
Root mean prior squared error
0.4
Root mean squared error
0.1873
Root relative squared error
0.4681